1. Introduction
In the biological world, coloration and geometrical characteristics are vital for demonstrating the optical properties of bird organs [
1]. For example, Huth and Burkhardt first detailed birds’ tetrachromatic features and UV perceptions of light [
2]. Tetrachromatic color vision is found in many birds’ eyes, making them capable of perceiving ultraviolet light. On the other hand, it has already been shown that iridescent colors are formed due to the different refractive indexes of different layers (air, keratin, and melanin) in the bird feather. Therefore, visual communication in some birds and animals is achievable by displaying and perceiving iridescent colors. For example, iridescent color is distinguishable in the keratin layer above a single melanin layer of a Passeriformes feather [
2]. In earlier studies, the unidirectional and bidirectional geometry of the barbule was described in detail in the barbs’ medullar cortex [
3,
4,
5]. Moreover, one study explored the optical properties of bird feathers in the infrared region of 700–2600nm. In addition, Fox et al. determined the reflectance and transmittance of light in the visible region across the different bird species and examined the variation of light reflection and transmission in the interior morphology of barbules; these parameters vary across other species [
6].
Principally, the barbules of the feather are colored by pigment, and selective interference occurs due to light reflection. Such barbules are made from different refractive (low or high value) index materials. The back-and-forth reflection of light from the barbs generates multiple interference patterns. After that, the keratin/chitin and pigment layers, which are connected physically or chemically, generate the colors [
7]. Finally, these colors are produced by the spongy keratin found in medullary cells in the barbule [
8]. It is worth mentioning that all the optical properties of barbules depend on the angle of illumination. In that regard, barbules’ light reflectivity spectra and directional properties have been measured [
9].
An experimental study provided findings to assess the influence of the environment on the development of eumelanic and pheomelanic color in a Passeriformes bird, a black-capped chickadee. The main conclusion was that investigators should exercise caution when attributing variance in melanin-based color to melanin alone, and the microstructure of the feather should be considered [
10]. The light reflectance phenomenon reveals unidirectional and three-directional natures of the colored occipital barbules and breast barbules, respectively; these reflection properties are discovered by replicating the realistic structure of the barbules using finite time-domain simulations [
11]. Plume morphology is responsible for color formation. The layers inside the barbules manage the phase division in their respective regions [
12,
13]. However, the morphology of melanosomes varies between iridescent plums of different species [
14]. The iridescent color comes from the melanin-containing melanosome, which is organized in an array form [
15]. Melanin color is the standard color in the animal world and is significant at the pigmentary stage. The color concentration is illustrated as a substantial deviation in the brightness of the breast plumage [
16]. Many studies on plumage coloration examine its role in signaling between animals and their activities. They also illustrate the different coloration systems and their reaction to the incident light [
17].
Meticulous studies have been done on how pigment and its internal architecture produce color by light scattering. The geometry of the barbules is the key to absorbing the incident light and producing an enormously low-level light reflection. The super-black plume is a nanostructured morphology of inclined arrays of barbules that create more light scattering than regular black barbules (structural absorption); therefore, super-black plums show extremely low reflection. Barbule morphologies are distinctively different in regular and super black plumes [
18,
19]. In addition, they have unique mechanical and aerodynamic properties due to their stiffness and lightness. Such properties were studied using speckle pattern interferometry, an optical technique for determining the mechanical activities of the feather and that is capable of determining the optical phase of the nanostructure in the plume [
19].
Passeriformes birds are the most abundant bird species on earth, with more than 5000 species. They present beautiful iridescent colors; more than 60% present UV reflection, and 17% reflect UV light with an amplitude between 380 and 399 nm. Moreover, there is evidence that they are capable of having UV vision. Besides the multitudinous amount of Passeriformes birds, more UV-related behavioral studies on these birds are necessary [
2].
Signal communication in the biological system has always been discussed [
20,
21,
22]. However, it is always difficult and expensive for a researcher to experiment with biomaterials at the nano and picoscale. Here, we suggested a reliable simulation method to predict the results regarding the biomaterials. We used our simulated results in simple mathematical calculations to verify our approach’s effectiveness and the experimental results reported in the literature study. Furthermore, we can set the experimental parameter conditions according to our simulation findings. In this manuscript, we suggested that the Passeriformes plume behaves as a UV-reflecting antenna when sunlight falls at a certain angle through the elements of the Passeriformes plume.
This work is organized as follows: First, we introduce the methodology to simulate actual results for explaining the optical phenomena regarding the color of a feather. We solved the geometrical pattern of the barbules through the Maxwell equation solver in the time-domain mode. As a result, we found that the topology and material properties of the barbules produce bright colors by light scattering. Interestingly, our simulation results are analogous to the experimental results found in the literature studies. Second, the simulation and experimental results analysis are discussed in more detail in the Results and Discussion section, and, finally, we obtained our conclusion.
2. Methods
We built the interior geometry of the feather barbules (
Figure 1b) by following their original dimensions and material properties (
Figure 1a). Using electromagnetic simulation software, we proposed an inner multilayer replica of the barbules of a Passeriformes feather (
Figure 1a). We estimated the resonance peaks from the KHz to PHz frequency range. We picked only those peaks that showed a considerable amplitude (
Figure 2a, upper left panel). We noted the results regarding resonance peaks, gain, efficiency, and VSWR curves (
Figure 2a), which help to explain the experimental literature studies regarding the light mechanism within the barbules. The proposed geometry illustrates the significant peaks in the UV region. We theoretically showed a standard multilayer interference replication to evaluate the feather barbule’s reflection spectrum. The built planar multilayer structure consists of top and bottom layers of keratin and melanin; both layers are organized periodically (
Figure 2a). The first keratin layer thickness was obtained from [
23], and the width of melanin and keratin films was taken from [
24], as detailed in
Table 1.
3. Results and Discussion
The optical properties of keratin and melanin layers allow us to evaluate the relative significance these films when light interacts with them (
Figure 1c). The keratin layer’s refractive index (
) as a function of its wavelength is defined as [
23,
25,
26,
27].
where
is the light wavelength in nm.
The melanin layer absorbs light [
28], and it is a combination of keratin and melanosomes. Therefore, the refractive index for this layer is as follows [
29]:
The coefficient
is the average melanosome volume fraction in each melanosome layer, and for the dense melanin substance, we have [
23]
Using Equations (1)–(3), the values of refractive indexes of keratin and melanin layers at the UV wavelength of 400 nm are 1.57 and 1.71−i0.06, respectively.
Following the simulation antenna analogy, we used the VSWR that measures the load impedance matching to the transmission line characteristic impedance carrying radio frequency (RF) signals. A portion of the forward wave delivered toward the load is reflected down the transmission line toward the source when there is an impedance mismatch between the load and the transmission line. The source then encounters a different impedance than anticipated, which may result in it supplying less power (or more power in certain situations), with the outcome being highly dependent on the length of the transmission line’s electrical cable.
Standing waves along the transmission line caused by such a mismatch are typically undesirable and increase transmission line losses (significant at higher frequencies and for longer cables). The VSWR measures the depth of the standing waves, measuring how well the load matches the transmission line. For example, a VSWR of 1:1 would indicate no reflected wave with a matched load. An electrical load with an infinite VSWR reflects all incident power toward the source, since it cannot absorb it.
The equation of the VSWR parameter is given as
where Γ represents the reflection coefficient.
3.1. Light Propagation from Air to Keratin Layer
When the light propagates from the air medium (
) to the keratin
= 1.57 medium (
Figure 1c) through the normal of the incidence plane, then the equations for the reflection coefficients will be as follows [
30]:
where
θk and
θl are the incidence and transmitted angle, respectively, for TE polarization, and
θk and
θl are the transmitted and incidence angle, respectively, for TM polarization.
Now, placing Equation (5) in Equation (4) to find the VSWR for both polarizations is carried out as follows:
Furthermore, we used Snell’s law to obtain the transmitted angle as a function of the incidence angle.
The VSWR obtained from the simulation was close to one at the resonance peaks, as shown in
Figure 2a, right top panel. As seen in
Figure 3 (top), at the resonance, there was no reflection for TM polarization light at an angle close to 57°. This angle corresponds to Brewster’s condition given by
= 57.5°. Both curves correlate with the reflectivity, calculated as
(see
Figure 3b. Then, when the electric field is perpendicular to the air–keratin interface, the reflectivity amplitude should increase with the angle of incidence (TE polarization).
On the contrary, the TM reflectivity amplitude should decrease for angles of incidence less than Brewster’s angle and increase again up to
Our results are consistent with experimental results in the bird-of-paradise (Lawes’ parotia) and the Japanese Jewel Beetle (
Chrysochroa fulgidissima). An earlier study showed that in Lawes’ parotia, the reflectance amplitude of TE-polarized light or electric vector monotonically increased with the angle
, whereas the reflectivity amplitude of TM-polarized light or magnetic vector decreased in the range of
from angles of 55° to 60°, although beyond a 60° angle, the reflectivity amplitude increased linearly with
. Similarly, in
Chrysochroa fulgidissima, for TE-polarized light, the peak reflectance increased with an increasing angle of incidence for both the green and purple areas, but for TM-polarized light, the peak reflectance decreased, becoming minimal at an angle of incidence of ~65–70°; at larger angles, the overall spectral reflectance increased again [
11,
25].
3.2. Light Propagation from the Keratin Layer to the Melanin Layer
As the light wave propagates from keratin to melanin(see
Figure 1c), the VSWR is close to one for angles below Brewster’s angle (
) = 47.4° for both polarizations (
Figure 4). Under such conditions, the reflectivity is very low. Consequently, within an angular region beyond Brewster’s angle, UV-light interference mostly happens in Passeriformes’ feathers. However, it is known that melanin is not a lossless material and absorbs light within the NIR–VIS–UV range [
11,
24,
25,
28]. Therefore, to better understand the reflectivity behavior, we calculated the reflectivity from 250 nm up to 25 microns using the transfer matrix method [
31].
3.3. Multilayer Analysis
A multilayer interference reflector is based on the refractive index and thickness of the layers, assuming that the melanin layers are not lossless (from
Section 3.2). The relation between the maximum reflectivity wavelength, thicknesses, and refractive indexes is given by [
25,
32,
33]:
Its harmonics is given by:
Again,
and
, and
nm are used as the thickness of the keratin layer, while
nm is used as the thickness of the melanin layer (
Figure 1a) (
Table 1); these values are placed in Equation (6) to obtain:
According to this, there may be two bands with high reflectivity in the near-infrared and visible red regions, and three or more high reflectivity bands in the violet–ultraviolet region. Please bear in mind that these bands’ locations are approximated because Equation (7) holds for lossless materials only, but it is a good approximation. However, the absorption effects are introduced using the transfer matrix method [
31], where the refractive indexes can be complex, and their imaginary part reflects the material’s absorption. Therefore, the values of refractive indexes of keratin and melanin layers used here were calculated using Equations (1) and (3) with values of 1.57 and 1.71-i0.06, respectively.
In
Figure 5, four reflectivity bands are observed (red lines). We used the normalized frequency given by
, which is dimensionless. One band belongs to the infrared region with a peak at 1237 nm, another in the violet region at 437 nm, and two ultraviolet bands at 333 nm and 284 nm. The reflectivity calculation holds for both TE and TM polarizations because the angle of incidence is zero. There is no reflectivity band within the red region. The trade-off between light absorption and reflection may cause this. The real part of the refractive index value of melanin is not high enough to overcome its imaginary part value, and consequently, absorption beats reflection, killing any constructive interference. A Passeriformes feather’s average reflectivity spectrum was measured [
10] in the region from 300 to 700 nm. The average reflectivity was
%. An average of
% was calculated from the theoretical spectrum at an angle of incidence 0°. Accordingly, with the above reflectivity analysis, if we increase the incidence angle, the reflectivity should increase at any angle for TE polarization. We calculated the reflectivity spectrum under this condition (
Figure 6), and the average reflectivity increased up to
% when the angle of incidence was 57°. In addition, three bands shifted towards the UV region, contributing to a higher UV light reflectivity.
The UV-chroma is an important parameter to measure UV light contributions to reflectivity. It is measured as the proportion of total reflectivity occurring within 300–400 nm. For example, a UV-chroma of
% was reported in [
10]. We calculated the UV-chroma from our two spectra and found values of 27% (
= 0°) and 30% (
= 57°).
3.4. UV Antenna
The radiated pattern of the feather shown in
Figure 2c is similar to the power radiated in parabolic antennas. Therefore, for simplicity, we could treat the barbule of the feather as an array of parabolic antennas, each antenna having a directivity or diversity
D given by [
34].
furthermore, the directivity is related to the gain
G as:
where
e is the antenna’s efficiency.
In practice, the efficiency value of the parabolic antenna lies in the 50–65% range [
34], which is well suited to our simulated efficiency (
Figure 2a, bottom left panel).
The area of a melanosome is given by
, and using the wavelength at the three resonance peaks (195.9 nm, 194.2 nm, and 193.3 nm); the theoretical directivities given by Equation (9) are 16.14 dBi, 16.21 dBi, and 16.25 dBi, respectively, and these values coincide with the order of magnitude of our simulated results, which are revealed in
Figure 2b (bottom right panel).
4. Conclusions
Here we have suggested a narrative approach to match the literature results by the simulation techniques regarding the light interaction mechanisms in the internal geometry of barbule feathers of Passeriformes birds. Simulations have been performed to detect the reflection coefficient (S11), efficiency, VSWR, gain, directivity, and radiation pattern. We have concluded based on the topological and optical properties of the Passeriformes feather barbules. As discussed in the above sections, the barbules of the Passeriformes bird feather act as a UV reflector antenna. There is good similarity between our simulation findings and the experimental results of literature studies. Simulation results confirm that the intended approach is effective.
Specifically, our simulation and theoretical results are accurate enough compared to earlier findings. For instance, the theoretical reflectivity spectrum intensity of the simulated barbule feather for TE, TM polarization, and incidence angle of 0° was 10%. This result is akin to FDT modeling of a similar feather, as shown in [
11], or multilayer modeling with a gradient refractive index [
24]. Moreover, for TE polarization, our calculated reflectivity spectrum intensity in the UV band was 20–32% when the angle of incidence was 57°. In [
11], in the FDT simulation under TE polarization and angles of incidence between 50° and 60°, the reflectivity spectrum intensity was 20–27%. Moreover, we found the average reflectivity from 300 to 700 nm was 6.7 ± 2.3%, close to the experimental value of 6.4 ± 0.39% measured in [
10]. A UV-chroma of 27% was calculated in the same range, and a UV-chroma of 24 ± 0.19% was reported in [
10].
Finally, the feather barbules have resonance peaks in the PHz frequency range, and their layers play an important role in displaying iridescent colors. We demonstrated conditions of maximum or minimum light reflection in layers of a Passeriformes feather with varying incident light angles. The property that barbules behave as a UV reflector antenna could help in the design of new solar cell applications.